CN112509334A - Vehicle violation management system, method and storage medium - Google Patents
Vehicle violation management system, method and storage medium Download PDFInfo
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Abstract
The invention discloses a vehicle violation management system, a method and a storage medium, wherein the driving image information of the peripheral vehicle is shot by a camera mounted on the driving vehicle, if the driving image information contains violation image information, the violation image information and the corresponding violation vehicle information are extracted and sent to a traffic management server, the traffic management server generates a violation request to be confirmed and sends the violation request to a user terminal, a driver or a owner of the vehicle where the camera shooting the violation image information is located confirms the violation image information and the corresponding violation vehicle information through the user terminal, after the violation image information and the corresponding violation vehicle information are confirmed, the traffic management server sends the violation image information and the corresponding violation vehicle information to a traffic police national violation system server to generate a violation penalty result and sends the violation penalty result to the traffic management server so as to enable the traffic management server to carry out deep learning on the violation image information identification, therefore, the accuracy rate of judging the violation behaviors of the vehicle is improved, and the accuracy of violation management is improved.
Description
Technical Field
The invention relates to the technical field of traffic data processing, in particular to a vehicle violation management system, a vehicle violation management method and a storage medium.
Background
With the improvement of living standard and consumption ability of people, the automobile industry is rapidly developed, and the total amount of automobiles in China is increased year after year. Accompanying with the problems of traffic jam, slow running speed and the like. The drivers participating in road traffic are of good quality, and often have behaviors of violating traffic regulations, such as road occupation driving, illegal parking and the like, so that the traffic order is disturbed. At present, the violation behaviors and the violation vehicles are usually collected by a traffic police patrol or a camera arranged near a road, however, the traffic police patrol needs a large amount of investment on traffic police personnel, and the number of the cameras is limited, so that all roads cannot be completely covered.
Disclosure of Invention
The invention mainly solves the technical problem of how to more effectively monitor the vehicle violation behaviors.
According to a first aspect, an embodiment provides a vehicle violation management system, which comprises a camera, a user terminal and a traffic management server;
the camera is arranged in the vehicle and used for acquiring running image information of vehicles around the running vehicle and judging whether the running image information of the vehicles around comprises violation image information or not; if the traffic control information comprises the violation image information, extracting the violation image information from the driving image information, analyzing the violation image information to obtain violation vehicle information corresponding to the violation image information, and sending the violation image information and the corresponding violation vehicle information to a traffic management server;
the traffic management server is used for sending the received violation image information and the corresponding violation vehicle information to a preset database, generating a violation request to be confirmed, and sending the violation request to be confirmed to the user terminal;
the user terminal is used for receiving the violation request to be confirmed from the traffic management server, and reading the violation image information and the corresponding violation vehicle information in the preset database according to the violation request to be confirmed so as to be checked and confirmed by a user of the user terminal;
the traffic management server is also used for calling the violation image information and the corresponding violation vehicle information in a preset database after receiving a violation confirmation request of the user terminal, and sending the violation image information and the corresponding violation vehicle information to the national violation system server of the traffic police;
the traffic police nationwide violation system server is used for sending the violation image information and the corresponding violation vehicle information to the first terminal, the first terminal is used for the traffic police to verify whether the violation image information and the corresponding position vehicle information belong to the real or not, and if the violation image information and the corresponding position vehicle information belong to the real, the first terminal sends a violation punishment result to the traffic police nationwide violation system server;
the intersection national violation system server is also used for receiving violation punishment results from the first terminal and sending the violation punishment results to the traffic management server;
and the traffic management server is also used for carrying out deep learning on the identification of the violation image information according to the violation punishment result.
According to a second aspect, there is provided in an embodiment a vehicle violation management method comprising:
acquiring driving image information of a vehicle around the vehicle, which is acquired by the vehicle in driving; the running image information of the surrounding vehicle is acquired by a camera arranged on the running vehicle;
judging whether the driving image information of the surrounding vehicle comprises violation image information or not; if the traffic control information comprises the violation image information, extracting the violation image information from the driving image information, analyzing the violation image information to obtain violation vehicle information corresponding to the violation image information, and sending the violation image information and the corresponding violation vehicle information to a traffic management server;
the traffic management server sends the received violation image information and the corresponding violation vehicle information to a preset database, generates a violation request to be confirmed, and sends the violation request to be confirmed to the user terminal;
the user terminal is used for receiving the violation request to be confirmed and reading violation image information and corresponding violation vehicle information in the preset database so as to be checked and confirmed by a user of the user terminal;
after receiving a violation confirmation request of a user terminal, the traffic management server calls violation image information and corresponding violation vehicle information in a preset database and sends the violation image information and the corresponding violation vehicle information to a national traffic police violation system server; the traffic police nationwide violation system server is used for sending the violation image information and the corresponding violation vehicle information to the first terminal, the first terminal is used for the traffic police to verify whether the violation image information and the corresponding position vehicle information belong to the real or not, and if the violation image information and the corresponding position vehicle information belong to the real, the first terminal sends a violation punishment result to the traffic police nationwide violation system server; the intersection national violation system server is further used for receiving violation punishment results from the first terminal and sending the violation punishment results to the traffic management server, so that the traffic management server can carry out deep learning on the identification of violation image information according to the violation punishment results.
According to a third aspect, an embodiment provides a computer-readable storage medium comprising a program executable by a processor to implement the method of the above-described embodiment.
According to the vehicle violation management system, the method and the storage medium of the embodiment, the running image information of the peripheral vehicle is shot by the camera mounted on the running vehicle, the running image information of the peripheral vehicle is analyzed, whether the running image information contains the violation image information is judged, if the running image information contains the violation image information, the violation image information and the corresponding violation vehicle information are extracted from the running image information, the violation image information and the corresponding violation vehicle information are sent to the traffic management server, the traffic management server generates the violation request to be confirmed and sends the violation request to be confirmed to the user terminal, the driver or owner of the vehicle where the camera for shooting the violation image information is located confirms the violation image information and the corresponding violation vehicle information through the user terminal, and after the confirmation, the traffic management server sends the violation image information and the corresponding violation vehicle information to the traffic police national violation system server, the national traffic police violation system server generates violation punishment results according to the violation image information and the violation vehicle information corresponding to the violation image information, and sends the violation punishment results to the traffic management server, so that the traffic management server can carry out deep learning on the identification of the violation image information, the judgment accuracy of vehicle violation behaviors is improved, the traffic management efficiency is improved, the vehicle driver is prompted to drive civilized, accidents are reduced, and the accuracy of violation management is improved through manual confirmation of the violation image information.
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FIG. 1 is a schematic diagram of a vehicle violation management system according to one embodiment;
FIG. 2 is a flow diagram of a vehicle violation management method of an embodiment;
FIG. 3 is a flow chart of another embodiment vehicle violation management method.
Detailed Description
The present invention will be described in further detail with reference to the following detailed description and accompanying drawings. Wherein like elements in different embodiments are numbered with like associated elements. In the following description, numerous details are set forth in order to provide a better understanding of the present application. However, those skilled in the art will readily recognize that some of the features may be omitted or replaced with other elements, materials, methods in different instances. In some instances, certain operations related to the present application have not been shown or described in detail in order to avoid obscuring the core of the present application from excessive description, and it is not necessary for those skilled in the art to describe these operations in detail, so that they may be fully understood from the description in the specification and the general knowledge in the art.
Furthermore, the features, operations, or characteristics described in the specification may be combined in any suitable manner to form various embodiments. Also, the various steps or actions in the method descriptions may be transposed or transposed in order, as will be apparent to one of ordinary skill in the art. Thus, the various sequences in the specification and drawings are for the purpose of describing certain embodiments only and are not intended to imply a required sequence unless otherwise indicated where such sequence must be followed.
The numbering of the components as such, e.g., "first", "second", etc., is used herein only to distinguish the objects as described, and does not have any sequential or technical meaning. The term "connected" and "coupled" when used in this application, unless otherwise indicated, includes both direct and indirect connections (couplings).
The traffic police system is characterized in that a driving recorder in a driving vehicle can record driving videos of vehicles in front of and behind the driving recorder, the driving videos are stored in a local memory of the driving recorder, the driving videos stored in the local memory are read manually to identify and detect possible violations and corresponding violating vehicles, videos or images containing the violations are intercepted manually, then the videos or images containing the violations and information of the violations are uploaded to a traffic police nationwide violation system, and the traffic police inquires the uploaded information on the traffic police nationwide violation system and verifies the uploaded information to confirm the violations and the corresponding violations. However, this method requires a large amount of video to be manually viewed to identify and detect the violation, which consumes a lot of time, so that few people upload videos or images containing the violation in this way, and the application rate is low.
Referring to fig. 1, fig. 1 is a schematic structural diagram of a vehicle violation management system according to an embodiment, where the vehicle violation management system includes: the system comprises a user terminal 10, a traffic management server 20, a national traffic violation system server 30 and a camera 40 arranged on a running vehicle, wherein the camera 40, the user terminal 10 and the national traffic violation system server 30 are connected with the traffic management server 20 through a network.
The camera 40 is used for shooting the running image information of the vehicles around the running vehicle and judging whether the running image information of the vehicles around includes the violation image information; and if the traffic control information comprises the violation image information, extracting the violation image information from the driving image information, analyzing the violation image information to obtain violation vehicle information corresponding to the violation image information, and sending the violation image information and the corresponding violation vehicle information to the traffic management server.
In the embodiment, the vehicle which shoots the running image information through the camera is the monitoring vehicle, the corresponding shot vehicle is the surrounding vehicle, and the camera installed on the monitoring vehicle can shoot the vehicle in the field range around the monitoring vehicle in the running process of the monitoring vehicle. The travel image information in the present embodiment may be a picture or a video.
In this embodiment, the camera may also be a drive recorder in the vehicle, which can capture driving videos of the vehicle in front of and behind the monitoring vehicle. Because most vehicles are provided with the automobile data recorder, many vehicles running on the road can shoot running videos of surrounding vehicles while running, and running videos of more vehicles can be obtained.
Wherein, the camera is used for judging whether including the image information of violating the regulations in the image information of traveling of peripheral vehicle, includes:
and judging whether the driving image information of the peripheral vehicle comprises the violation image information or not according to a preset violation rule, wherein the preset violation rule comprises at least one of line pressing driving and violation of a traffic signal lamp.
In this embodiment, after the camera shoots the driving image information of the surrounding vehicle of the monitored vehicle, the driving image information is transmitted to a processor chip inside the camera, for example, an MCU chip, and the processor chip analyzes the driving information of the surrounding vehicle in the driving image information through the existing image processing algorithm, and determines whether the surrounding vehicle has a violation according to the driving information of the surrounding vehicle and the preset violation rule.
The driving information of the surrounding vehicle includes, but is not limited to: the traveling speed, the traveling position, and the like of the nearby vehicle.
And if the driving image information of the surrounding vehicle comprises the violation image information, extracting the violation image information from the driving image information. In one embodiment, the driving image information of the peripheral vehicle shot by the camera is a driving video of the peripheral vehicle, if the driving video is judged to include a violation video of the peripheral vehicle, the violation video in the driving image is automatically intercepted by the existing picture video stream editing tool, wherein the extracted violation video is a violation video which is up to 60 seconds in total from the moment of judging the violation occurrence, namely 30 seconds ahead and 30 seconds behind, and the violation video includes the violation behaviors of at least one peripheral vehicle, so that the extracted violation video further includes a license plate picture of the violation vehicle and a picture of the violation behaviors, and the vehicle information of the violation vehicle is determined and the violation evidence is reserved.
The picture video stream editing tool in this embodiment can automatically cut the video shot by the camera into video clips or pictures.
In the embodiment, the license plate number of the violation vehicle can be obtained by analyzing the license plate number picture of the violation vehicle contained in the extracted violation video by adopting the existing image recognition algorithm, and the license plate number is stored in a text format. The image recognition algorithm in this embodiment can recognize text information in the picture and extract the text information.
In this embodiment, the camera 40 sends the violation image information and the corresponding violation vehicle information to the traffic management server through the wireless cellular module. The wireless cellular module in this embodiment is a device in which the camera communicates with the traffic management server 20.
The traffic management server 20 is used for sending the received violation image information and the corresponding violation vehicle information to a preset database, generating a violation request to be confirmed, and sending the violation request to be confirmed to the user terminal.
The preset database in this embodiment may be set in the delivery management server 20, or may be provided by an independent database server.
In order to avoid the error of the violation image information judged by the camera, the user terminal 10 is configured to receive a violation request to be confirmed from the traffic management server, and read the violation image information and the corresponding violation vehicle information in the preset database for the vehicle driver to check and confirm.
After receiving the violation request to be confirmed generated by the traffic management server 20, the user terminal 10 initiates a reminding voice to prompt a driver or owner of the monitored vehicle to confirm the violation image information shot by the camera of the vehicle and the corresponding violation vehicle information through the user terminal 10. If the vehicle is confirmed to be correct, the driver or the owner of the monitoring vehicle sends a violation confirmation request to the traffic management server 20 through the user terminal 10; if the violation is not found after the confirmation, the driver or the owner of the monitoring vehicle sends a violation removal request to the traffic management server 20 through the user terminal 10.
The traffic management server 20 is further configured to, after receiving the request for confirming the violation from the user terminal 10, call the violation image information and the corresponding violation vehicle information in the preset database, and send the violation image information and the corresponding violation vehicle information to the national traffic police violation system server 30.
In this embodiment, the national traffic violation system server 30 is a system for traffic police to record and process national violations.
The national traffic police violation system server 30 is configured to send the violation image information and the corresponding violation vehicle information sent by the traffic management server 20 to the first terminal, where the first terminal is configured to allow the traffic police to verify whether the violation image information and the corresponding location vehicle information belong to the fact, and if the traffic police judges that the violation behavior belongs to the fact according to the violation image information and the corresponding violation vehicle information, the traffic police sends a violation punishment result to the national traffic police violation system server through the first terminal.
In this embodiment, the user terminal and the first terminal are both smart mobile terminals, such as a smart phone, a tablet computer, and the like.
The intersection national violation system server 30 is further configured to receive a violation penalty result from the first terminal, and send the violation penalty result to the traffic management server;
and the traffic management server is also used for carrying out deep learning on the identification of the violation image information according to the violation punishment result.
In this embodiment, after the traffic police national violation system server 30 receives the violation image information and the corresponding violation vehicle information from the traffic management server 20, the traffic police logs in the traffic police national violation system server 30 for auditing, if the violation behavior in the violation image information is confirmed to be in fact, a violation penalty result is generated according to the violation vehicle information, the violation penalty result is synchronously transmitted to the traffic management service platform, and both an owner of the violation vehicle and an owner of the monitoring vehicle can check the violation penalty result on the traffic management service platform.
In addition, after receiving the violation punishment result sent by the national traffic violation system server, the traffic management server combines the driving image information and the corresponding violation image information to perform the deep learning of violation image/video identification.
The traffic management server is also used for generating a software upgrading package according to the deep learning result and sending the software upgrading package to the camera through an Over The Air (OTA) technology, and the software upgrading package is used for upgrading the software for identifying the violation image information of the camera. The traffic management server sends the software upgrading package to a processor chip of the camera through the wireless cellular module to upgrade the software.
Referring to fig. 2, fig. 2 is a flowchart of a vehicle violation management method according to an embodiment, which includes steps S10 to S40, and is described in detail below.
Step S10, acquiring traveling image information of a vehicle in the vicinity thereof acquired by the traveling vehicle; the method comprises the following steps that running image information of a peripheral vehicle is acquired through a camera arranged on the running vehicle;
the embodiment shoots the running image information of the surrounding vehicles through the camera arranged on the running vehicle, wherein the running image information can be running videos or pictures, and the running videos or the pictures are shot by the camera and then are sent to the traffic management server.
In the present embodiment, the camera 40 may be a drive recorder in the vehicle, which can capture the driving video of the vehicle ahead and behind the vehicle in driving. Because most vehicles are provided with the automobile data recorder, many vehicles running on the road can send the running videos of the surrounding vehicles shot by the traffic management server to the traffic management server while running, so that the traffic management server can obtain the running videos of more vehicles.
In this embodiment, the camera sends the driving image information to the traffic management server through the wireless cellular module. The wireless cellular module in this embodiment is a device in which the camera communicates with the traffic management server.
Step S20, the camera judges whether the driving image information of the surrounding vehicle includes the violation image information; and if the traffic control information comprises the violation image information, extracting the violation image information from the running image information, analyzing the violation image information to obtain violation vehicle information corresponding to the violation image information, and sending the violation image information and the corresponding violation vehicle information to the traffic management server.
In the embodiment, the vehicle which shoots the running image information through the camera is the monitoring vehicle, the corresponding shot vehicle is the surrounding vehicle, and the camera installed on the monitoring vehicle can shoot the vehicle in the field range around the monitoring vehicle in the running process of the monitoring vehicle. The travel image information in the present embodiment may be a picture or a video.
In this embodiment, the camera may also be a drive recorder in the vehicle, which can capture driving videos of the vehicle in front of and behind the monitoring vehicle. Because most vehicles are provided with the automobile data recorder, many vehicles running on the road can shoot running videos of surrounding vehicles while running, and running videos of more vehicles can be obtained.
Wherein, the camera is used for judging whether including the image information of violating the regulations in the image information of traveling of peripheral vehicle, includes:
and judging whether the driving image information of the peripheral vehicle comprises the violation image information or not according to a preset violation rule, wherein the preset violation rule comprises at least one of line pressing driving and violation of a traffic signal lamp.
In this embodiment, after the camera shoots the driving image information of the surrounding vehicle of the monitored vehicle, the driving image information is transmitted to a processor chip inside the camera, for example, an MCU chip, and the processor chip analyzes the driving information of the surrounding vehicle in the driving image information through the existing image processing algorithm, and determines whether the surrounding vehicle has a violation according to the driving information of the surrounding vehicle and the preset violation rule.
The driving information of the surrounding vehicle includes, but is not limited to: the traveling speed, the traveling position, and the like of the nearby vehicle.
And if the driving image information of the surrounding vehicle comprises the violation image information, extracting the violation image information from the driving image information. In one embodiment, the driving image information of the peripheral vehicle shot by the camera is a driving video of the peripheral vehicle, if the driving video is judged to include a violation video of the peripheral vehicle, the violation video in the driving image is automatically intercepted by the existing picture video stream editing tool, wherein the extracted violation video is a violation video which is up to 60 seconds in total from the moment of judging the violation occurrence, namely 30 seconds ahead and 30 seconds behind, and the violation video includes the violation behaviors of at least one peripheral vehicle, so that the extracted violation video further includes a license plate picture of the violation vehicle and a picture of the violation behaviors, and the vehicle information of the violation vehicle is determined and the violation evidence is reserved.
The picture video stream editing tool in this embodiment can automatically cut the video shot by the camera into video clips or pictures.
In the embodiment, the license plate number of the violation vehicle can be obtained by analyzing the license plate number picture of the violation vehicle contained in the extracted violation video by adopting the existing image recognition algorithm, and the license plate number is stored in a text format. The image recognition algorithm in this embodiment can recognize text information in the picture and extract the text information.
In this embodiment, the camera sends the violation image information and the corresponding violation vehicle information to the traffic management server through the wireless cellular module. The wireless cellular module in this embodiment is a device in which the camera communicates with the traffic management server.
Step S30, the traffic management server sends the received violation image information and the corresponding violation vehicle information to a preset database, generates a violation request to be confirmed, and sends the violation request to be confirmed to the user terminal; the user terminal is used for receiving the violation request to be confirmed and reading the violation image information and the corresponding violation vehicle information in the preset database so as to be checked and confirmed by a user of the user terminal.
The preset database in this embodiment may be set in the traffic management server, or may be provided by an independent database server.
In order to avoid the condition that the violation image information judged by the camera is wrong, the user terminal is used for receiving the violation request to be confirmed from the traffic management server and reading the violation image information and the corresponding violation vehicle information in the preset database for a vehicle driver to check and confirm.
After receiving the violation request to be confirmed generated by the traffic management server, the user terminal initiates reminding voice to prompt a driver or an owner of the monitored vehicle to confirm violation image information shot by a camera of the monitored vehicle and corresponding violation vehicle information through the user terminal. If the vehicle is confirmed to be correct, the driver or the owner of the monitoring vehicle sends a violation confirmation request to the traffic management server through the user terminal; and if the violation behaviors are not found after the confirmation, the driver or the owner of the monitoring vehicle sends a violation removing request to the traffic management server through the user terminal.
Step S40, after receiving the violation confirmation request from the user terminal, the traffic management server calls the violation image information and the corresponding violation vehicle information in the preset database and sends the violation image information and the corresponding violation vehicle information to the national violation system server of the traffic police; the traffic police nationwide violation system server is used for sending violation image information and corresponding violation vehicle information to the first terminal, the first terminal is used for the traffic police to verify whether the violation image information and the corresponding position vehicle information are true, and if the violation image information and the corresponding position vehicle information are true, the first terminal sends violation punishment results to the traffic police nationwide violation system server; the intersection national violation system server is further used for receiving violation punishment results from the first terminal and sending the violation punishment results to the traffic management server, so that the traffic management server can carry out deep learning on the identification of violation image information according to the violation punishment results.
In this embodiment, the national traffic violation system server is a system for traffic police to record and process national violations.
The traffic police nationwide violation system server is used for sending violation image information and corresponding violation vehicle information sent by the traffic management server to the first terminal, wherein the first terminal is used for the traffic police to verify whether the violation image information and the corresponding position vehicle information belong to the fact, and if the traffic police judges that the violation behavior belongs to the fact according to the violation image information and the corresponding violation vehicle information, the traffic police sends violation punishment results to the traffic police nationwide violation system server through the first terminal.
In this embodiment, the user terminal and the first terminal are both smart mobile terminals, such as a smart phone, a tablet computer, and the like.
The intersection national violation system server is also used for receiving violation punishment results from the first terminal and sending the violation punishment results to the traffic management server;
and the traffic management server is also used for carrying out deep learning on the identification of the violation image information according to the violation punishment result.
In this embodiment, after receiving the violation image information and the corresponding violation vehicle information from the traffic management server, the traffic police national violation system server needs to log in the traffic police national violation system server for auditing, if the violation behavior in the violation image information is confirmed, a violation penalty result is generated according to the violation vehicle information, and the violation penalty result is synchronously transmitted to the traffic management service platform, and both an owner of the violation vehicle and an owner of the monitoring vehicle can check the violation penalty result on the traffic management service platform.
In addition, after receiving the violation punishment result sent by the national traffic violation system server, the traffic management server combines the driving image information and the corresponding violation image information to perform the deep learning of violation image/video identification.
The traffic management server is also used for generating a software upgrading package and sending the software upgrading package to the camera, and the software upgrading package is used for upgrading the software of the camera for identifying the violation image information. The traffic management server sends the software upgrading package to a processor chip of the camera through the wireless cellular module to upgrade the software.
In this embodiment, after receiving the violation image information and the corresponding violation vehicle information, the traffic police national violation system server needs to log in the traffic police national violation system server for auditing, if the violation behavior in the violation image information is confirmed to be in fact, a violation penalty result is generated according to the violation vehicle information, the violation penalty result is synchronously transmitted to the traffic management service platform, and both an owner of the violation vehicle and an owner of the monitoring vehicle can view the violation penalty result on the traffic management service platform.
Referring to fig. 3, fig. 3 is a flowchart of a vehicle violation management method according to another embodiment, where the method includes steps S101 to S108.
In step S101, a camera on a running vehicle captures running image information of a vehicle around the vehicle.
Step S102, judging whether the driving image information of the surrounding vehicle comprises violation image information; and if the traffic control information comprises the violation image information, extracting the violation image information from the running image information, analyzing the violation image information to obtain the violation vehicle information corresponding to the violation image information, and sending the violation image information and the corresponding violation vehicle information to the traffic management server.
And step S103, the traffic management server sends the violation image information and the corresponding violation vehicle information to a preset database, generates a violation request to be confirmed, and sends the violation request to be confirmed to the user terminal.
And step S104, the user terminal receives the violation request to be confirmed from the traffic management server, and reads the violation image information and the corresponding violation vehicle information in the preset database for the vehicle driver to check and confirm.
And step S105, after the vehicle driver confirms the violation vehicle information, the user terminal sends the violation confirmation request to the traffic management server.
And step S106, after receiving the violation confirmation request of the user terminal, the traffic management server calls the violation image information and the corresponding violation vehicle information in the preset database and sends the violation image information and the corresponding violation vehicle information to the national violation system server of the traffic police.
Step S107, after receiving the violation image information and the corresponding violation vehicle information from the traffic management server, the traffic police national violation system server needs to log in the traffic police national violation system server for auditing, if the violation behaviors in the violation image information are confirmed, a violation punishment result is generated according to the violation vehicle information, the violation punishment result is synchronously transmitted to the traffic management server, and both an owner of the violation vehicle and an owner of the monitored vehicle can view the violation punishment result on the traffic management service platform.
And step S108, the traffic management server performs deep learning on the identification of the violation image information according to the violation punishment result.
Those skilled in the art will appreciate that all or part of the functions of the various methods in the above embodiments may be implemented by hardware, or may be implemented by computer programs. When all or part of the functions of the above embodiments are implemented by a computer program, the program may be stored in a computer-readable storage medium, and the storage medium may include: a read only memory, a random access memory, a magnetic disk, an optical disk, a hard disk, etc., and the program is executed by a computer to realize the above functions. For example, the program may be stored in a memory of the device, and when the program in the memory is executed by the processor, all or part of the functions described above may be implemented. In addition, when all or part of the functions in the above embodiments are implemented by a computer program, the program may be stored in a storage medium such as a server, another computer, a magnetic disk, an optical disk, a flash disk, or a removable hard disk, and may be downloaded or copied to a memory of a local device, or may be version-updated in a system of the local device, and when the program in the memory is executed by a processor, all or part of the functions in the above embodiments may be implemented.
The present invention has been described in terms of specific examples, which are provided to aid understanding of the invention and are not intended to be limiting. For a person skilled in the art to which the invention pertains, several simple deductions, modifications or substitutions may be made according to the idea of the invention.
Claims (10)
1. A vehicle violation management system is characterized by comprising a camera, a user terminal and a traffic management server;
the camera is arranged in the vehicle and used for acquiring running image information of vehicles around the running vehicle and judging whether the running image information of the vehicles around comprises violation image information or not; if the traffic control information comprises the violation image information, extracting the violation image information from the driving image information, analyzing the violation image information to obtain violation vehicle information corresponding to the violation image information, and sending the violation image information and the corresponding violation vehicle information to a traffic management server;
the traffic management server is used for sending the received violation image information and the corresponding violation vehicle information to a preset database, generating a violation request to be confirmed, and sending the violation request to be confirmed to the user terminal;
the user terminal is used for receiving the violation request to be confirmed from the traffic management server, and reading the violation image information and the corresponding violation vehicle information in the preset database according to the violation request to be confirmed so as to be checked and confirmed by a user of the user terminal;
the traffic management server is also used for calling the violation image information and the corresponding violation vehicle information in a preset database after receiving a violation confirmation request of the user terminal, and sending the violation image information and the corresponding violation vehicle information to the national violation system server of the traffic police;
the traffic police nationwide violation system server is used for sending the violation image information and the corresponding violation vehicle information to the first terminal, the first terminal is used for the traffic police to verify whether the violation image information and the corresponding position vehicle information belong to the real or not, and if the violation image information and the corresponding position vehicle information belong to the real, the first terminal sends a violation punishment result to the traffic police nationwide violation system server;
the intersection national violation system server is also used for receiving violation punishment results from the first terminal and sending the violation punishment results to the traffic management server;
and the traffic management server is also used for carrying out deep learning on the identification of the violation image information according to the violation punishment result.
2. The vehicle violation management system of claim 1 wherein said camera for determining whether said travel image information of a surrounding vehicle includes violation image information comprises:
and judging whether the driving image information of the peripheral vehicle comprises violation image information or not according to a preset violation rule, wherein the preset violation rule comprises at least one of line pressing driving and traffic signal violation.
3. The vehicle violation management system of claim 1 wherein extracting said violation image information from said travel image information comprises:
and automatically intercepting the violation image information in the driving image information through a picture video stream clipping tool.
4. The vehicle violation management system of claim 1 wherein the traffic management server is further configured to generate a software upgrade package based on the deep learning results and send the software upgrade package to the camera, the software upgrade package configured to upgrade software for identifying violation image information by the camera.
5. The vehicle violation management system of claim 4 wherein said camera sends said violation image information and its corresponding violation vehicle information to a traffic management server via a wireless cellular module;
and the traffic management server sends the software upgrading package to the camera through the wireless cellular module.
6. The vehicle violation management system of any one of claims 1-5 wherein said violation vehicle information is a vehicle license plate number.
7. A vehicle violation management method, comprising:
acquiring driving image information of a vehicle around the vehicle, which is acquired by the vehicle in driving; the running image information of the surrounding vehicle is acquired by a camera arranged on the running vehicle;
judging whether the driving image information of the surrounding vehicle comprises violation image information or not; if the traffic control information comprises the violation image information, extracting the violation image information from the driving image information, analyzing the violation image information to obtain violation vehicle information corresponding to the violation image information, and sending the violation image information and the corresponding violation vehicle information to a traffic management server;
the traffic management server sends the received violation image information and the corresponding violation vehicle information to a preset database, generates a violation request to be confirmed, and sends the violation request to be confirmed to the user terminal; the user terminal is used for receiving the violation request to be confirmed and reading violation image information and corresponding violation vehicle information in the preset database so as to be checked and confirmed by a user of the user terminal;
after receiving a violation confirmation request of a user terminal, the traffic management server calls violation image information and corresponding violation vehicle information in a preset database and sends the violation image information and the corresponding violation vehicle information to a national traffic police violation system server; the traffic police nationwide violation system server is used for sending the violation image information and the corresponding violation vehicle information to the first terminal, the first terminal is used for the traffic police to verify whether the violation image information and the corresponding position vehicle information belong to the real or not, and if the violation image information and the corresponding position vehicle information belong to the real, the first terminal sends a violation punishment result to the traffic police nationwide violation system server; the intersection national violation system server is further used for receiving violation punishment results from the first terminal and sending the violation punishment results to the traffic management server, so that the traffic management server can carry out deep learning on the identification of violation image information according to the violation punishment results.
8. The vehicle violation management method of claim 7 wherein said determining whether the travel image information of the nearby vehicle includes violation image information comprises:
and judging whether the driving image information of the peripheral vehicle comprises violation image information or not according to a preset violation rule, wherein the preset violation rule comprises at least one of line pressing driving and traffic signal violation.
9. The vehicle violation management method of claim 7 wherein the traffic management server is further configured to generate a software upgrade package and send the software upgrade package to the camera, the software upgrade package configured to upgrade software identifying violation image information for the camera.
10. A computer-readable storage medium, characterized by comprising a program executable by a processor to implement the method of any one of claims 7 to 9.
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